A survey on underwater computer vision

SP González-Sabbagh, A Robles-Kelly - ACM Computing Surveys, 2023 - dl.acm.org
Underwater computer vision has attracted increasing attention in the research community
due to the recent advances in underwater platforms such as of rovers, gliders, autonomous …

UW-GAN: Single-image depth estimation and image enhancement for underwater images

P Hambarde, S Murala, A Dhall - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to the unavailability of large-scale underwater depth image datasets and ill-posed
problems, underwater single-image depth prediction is a challenging task. An unambiguous …

Perceptual underwater image enhancement with deep learning and physical priors

L Chen, Z Jiang, L Tong, Z Liu, A Zhao… - … on Circuits and …, 2020 - ieeexplore.ieee.org
Underwater image enhancement, as a pre-processing step to support the following object
detection task, has drawn considerable attention in the field of underwater navigation and …

Optical imaging and image restoration techniques for deep ocean mapping: a comprehensive survey

Y Song, D Nakath, M She, K Köser - PFG–Journal of Photogrammetry …, 2022 - Springer
Visual systems are receiving increasing attention in underwater applications. While the
photogrammetric and computer vision literature so far has largely targeted shallow water …

USOD10K: a new benchmark dataset for underwater salient object detection

L Hong, X Wang, G Zhang… - IEEE transactions on image …, 2023 - ieeexplore.ieee.org
Underwater salient object detection (USOD) attracts increasing interest for its promising
performance in various underwater visual tasks. However, USOD research is still in its early …

On deep learning techniques to boost monocular depth estimation for autonomous navigation

R de Queiroz Mendes, EG Ribeiro… - Robotics and …, 2021 - Elsevier
Inferring the depth of images is a fundamental inverse problem within the field of Computer
Vision since depth information is obtained through 2D images, which can be generated from …

Self-supervised monocular underwater depth recovery, image restoration, and a real-sea video dataset

N Varghese, A Kumar… - Proceedings of the …, 2023 - openaccess.thecvf.com
Underwater (UW) depth estimation and image restoration is a challenging task due to its
fundamental ill-posedness and the unavailability of real large-scale UW-paired datasets …

Udepth: Fast monocular depth estimation for visually-guided underwater robots

B Yu, J Wu, MJ Islam - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
In this paper, we present a fast monocular depth estimation method for enabling 3D
perception capabilities of low-cost underwater robots. We formulate a novel end-to-end …

Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion

F Zhang, S You, Y Li, Y Fu - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Monocular depth estimation has experienced significant progress on terrestrial images in
recent years thanks to deep learning advancements. But it remains inadequate for …

Fusing heterogeneous tri-dimensional information for reconstructing submerged structures in harsh sub-sea environments

PN Leite, AM Pinto - Information Fusion, 2024 - Elsevier
Exploiting stronger winds at offshore farms leads to a cyclical need for maintenance due to
the harsh maritime conditions. While autonomous vehicles are the prone solution for O&M …